The cafe hummed with lunchtime chatter, a comforting din that normally faded into the background for Elara. Today, however, every murmur seemed to amplify, drawing her attention to the small stage in the corner. A young woman with a guitar was about to begin a set. Elara knew the song about to be played. She’d written it five years ago, a raw outpouring of heartbreak.

As the first chords rang out, a warmth bloomed in Elara’s chest. She leaned forward, resting her chin on her hand, captivated. The singer’s voice, a little rougher than Elara's own, gave the song a new dimension.

When the last note faded, Elara couldn't resist. She clapped enthusiastically, louder than anyone else in the cafe. "That was wonderful," she called out, a smile stretching across her face. The singer, beaming, offered a shy thank you.

Emotion: proud

Cluster: Positive / Joy
PC1 (Valence): 3.68 Positive
PC2 (Disposition): 0.40

Role in Research

This story is one of 1,000 stories generated for the emotion proud. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 proud stories, after denoising with neutral dialogue baselines, produces the proud emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the proud vector is projected through the unembedding matrix.

Promoted:
de0.514
la0.457
😎0.400
happy0.394
👏0.393
Suppressed:
S-0.672
😞-0.480
😣-0.460
worse-0.455
😖-0.453